Overview

Dataset statistics

Number of variables9
Number of observations27
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.1 KiB
Average record size in memory78.9 B

Variable types

Text2
Categorical4
DateTime3

Dataset

Description전라북도 무주군의 공공미술 보유 현황 데이터로서 작품명, 형태, 재료, 설치주소, 위도, 경도, 조성시작일자, 조성종료일자, 데이터기준일자 항목으로 구성
URLhttps://www.data.go.kr/data/15099171/fileData.do

Alerts

설치주소 has constant value ""Constant
위도 has constant value ""Constant
경도 has constant value ""Constant
조성시작일자 has constant value ""Constant
조성종료일자 has constant value ""Constant
데이터기준일자 has constant value ""Constant
작품명 has unique valuesUnique

Reproduction

Analysis started2023-12-12 20:08:05.527662
Analysis finished2023-12-12 20:08:06.004241
Duration0.48 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

작품명
Text

UNIQUE 

Distinct27
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-13T05:08:06.151202image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length38
Median length21
Mean length11.62963
Min length3

Characters and Unicode

Total characters314
Distinct characters130
Distinct categories10 ?
Distinct scripts4 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique27 ?
Unique (%)100.0%

Sample

1st rowin muju
2nd rowhoneycomb structure 4
3rd row무주사랑 반딧불이
4th row적상산_상고대2020
5th row사람에게 가는 길
ValueCountFrequency (%)
in 3
 
4.8%
muju 2
 
3.2%
무주의 2
 
3.2%
반딧불이 2
 
3.2%
여행 1
 
1.6%
treasure 1
 
1.6%
the 1
 
1.6%
woods-finding 1
 
1.6%
you(有 1
 
1.6%
바다 1
 
1.6%
Other values (47) 47
75.8%
2023-12-13T05:08:06.623886image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
36
 
11.5%
e 12
 
3.8%
o 11
 
3.5%
r 10
 
3.2%
주 9
 
2.9%
무 9
 
2.9%
n 6
 
1.9%
u 6
 
1.9%
0 6
 
1.9%
2 6
 
1.9%
Other values (120) 203
64.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 148
47.1%
Lowercase Letter 81
25.8%
Space Separator 36
 
11.5%
Uppercase Letter 23
 
7.3%
Decimal Number 13
 
4.1%
Dash Punctuation 4
 
1.3%
Other Punctuation 4
 
1.3%
Close Punctuation 2
 
0.6%
Open Punctuation 2
 
0.6%
Connector Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
주 9
 
6.1%
무 9
 
6.1%
산 6
 
4.1%
는 5
 
3.4%
기 4
 
2.7%
상 4
 
2.7%
의 4
 
2.7%
사 3
 
2.0%
반 3
 
2.0%
그 3
 
2.0%
Other values (75) 98
66.2%
Lowercase Letter
ValueCountFrequency (%)
e 12
14.8%
o 11
13.6%
r 10
12.3%
n 6
 
7.4%
u 6
 
7.4%
m 6
 
7.4%
i 5
 
6.2%
t 3
 
3.7%
s 3
 
3.7%
y 3
 
3.7%
Other values (10) 16
19.8%
Uppercase Letter
ValueCountFrequency (%)
O 3
13.0%
U 3
13.0%
I 2
 
8.7%
H 2
 
8.7%
M 2
 
8.7%
F 2
 
8.7%
C 1
 
4.3%
E 1
 
4.3%
J 1
 
4.3%
N 1
 
4.3%
Other values (5) 5
21.7%
Decimal Number
ValueCountFrequency (%)
0 6
46.2%
2 6
46.2%
4 1
 
7.7%
Other Punctuation
ValueCountFrequency (%)
/ 3
75.0%
! 1
 
25.0%
Space Separator
ValueCountFrequency (%)
36
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 147
46.8%
Latin 104
33.1%
Common 62
19.7%
Han 1
 
0.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
주 9
 
6.1%
무 9
 
6.1%
산 6
 
4.1%
는 5
 
3.4%
기 4
 
2.7%
상 4
 
2.7%
의 4
 
2.7%
사 3
 
2.0%
반 3
 
2.0%
그 3
 
2.0%
Other values (74) 97
66.0%
Latin
ValueCountFrequency (%)
e 12
 
11.5%
o 11
 
10.6%
r 10
 
9.6%
n 6
 
5.8%
u 6
 
5.8%
m 6
 
5.8%
i 5
 
4.8%
O 3
 
2.9%
t 3
 
2.9%
s 3
 
2.9%
Other values (25) 39
37.5%
Common
ValueCountFrequency (%)
36
58.1%
0 6
 
9.7%
2 6
 
9.7%
- 4
 
6.5%
/ 3
 
4.8%
) 2
 
3.2%
( 2
 
3.2%
! 1
 
1.6%
_ 1
 
1.6%
4 1
 
1.6%
Han
ValueCountFrequency (%)
有 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 166
52.9%
Hangul 147
46.8%
CJK 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
36
21.7%
e 12
 
7.2%
o 11
 
6.6%
r 10
 
6.0%
n 6
 
3.6%
u 6
 
3.6%
0 6
 
3.6%
2 6
 
3.6%
m 6
 
3.6%
i 5
 
3.0%
Other values (35) 62
37.3%
Hangul
ValueCountFrequency (%)
주 9
 
6.1%
무 9
 
6.1%
산 6
 
4.1%
는 5
 
3.4%
기 4
 
2.7%
상 4
 
2.7%
의 4
 
2.7%
사 3
 
2.0%
반 3
 
2.0%
그 3
 
2.0%
Other values (74) 97
66.0%
CJK
ValueCountFrequency (%)
有 1
100.0%

형태
Categorical

Distinct6
Distinct (%)22.2%
Missing0
Missing (%)0.0%
Memory size348.0 B
회화
11 
조형물
9 
벽화
3 
공간조성
2 
조형물+회화
 
1

Length

Max length6
Median length2
Mean length2.7407407
Min length2

Unique

Unique2 ?
Unique (%)7.4%

Sample

1st row조형물
2nd row조형물
3rd row조형물
4th row조형물
5th row조형물

Common Values

ValueCountFrequency (%)
회화 11
40.7%
조형물 9
33.3%
벽화 3
 
11.1%
공간조성 2
 
7.4%
조형물+회화 1
 
3.7%
미디어아트 1
 
3.7%

Length

2023-12-13T05:08:06.839687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:08:06.993780image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
회화 11
40.7%
조형물 9
33.3%
벽화 3
 
11.1%
공간조성 2
 
7.4%
조형물+회화 1
 
3.7%
미디어아트 1
 
3.7%

재료
Text

Distinct26
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Memory size348.0 B
2023-12-13T05:08:07.215440image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length6.8148148
Min length2

Characters and Unicode

Total characters184
Distinct characters69
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)92.6%

Sample

1st row목재+원단+레진
2nd row목재
3rd row가죽
4th row한지+미러지
5th row목재+금속
ValueCountFrequency (%)
목재 2
 
7.4%
목재+원단+레진 1
 
3.7%
목재+원단 1
 
3.7%
수묵담채화+비디오 1
 
3.7%
캔버스+오일 1
 
3.7%
종이위+수채화 1
 
3.7%
캔버스+분채 1
 
3.7%
캔버스+복합재료 1
 
3.7%
캔버스+아크릴 1
 
3.7%
캔버스+한지 1
 
3.7%
Other values (16) 16
59.3%
2023-12-13T05:08:07.629385image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
+ 27
 
14.7%
스 9
 
4.9%
버 8
 
4.3%
목 7
 
3.8%
캔 7
 
3.8%
재 7
 
3.8%
화 6
 
3.3%
크 6
 
3.3%
아 6
 
3.3%
지 6
 
3.3%
Other values (59) 95
51.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 157
85.3%
Math Symbol 27
 
14.7%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 9
 
5.7%
버 8
 
5.1%
목 7
 
4.5%
캔 7
 
4.5%
재 7
 
4.5%
화 6
 
3.8%
크 6
 
3.8%
아 6
 
3.8%
지 6
 
3.8%
릴 5
 
3.2%
Other values (58) 90
57.3%
Math Symbol
ValueCountFrequency (%)
+ 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 157
85.3%
Common 27
 
14.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 9
 
5.7%
버 8
 
5.1%
목 7
 
4.5%
캔 7
 
4.5%
재 7
 
4.5%
화 6
 
3.8%
크 6
 
3.8%
아 6
 
3.8%
지 6
 
3.8%
릴 5
 
3.2%
Other values (58) 90
57.3%
Common
ValueCountFrequency (%)
+ 27
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 157
85.3%
ASCII 27
 
14.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
+ 27
100.0%
Hangul
ValueCountFrequency (%)
스 9
 
5.7%
버 8
 
5.1%
목 7
 
4.5%
캔 7
 
4.5%
재 7
 
4.5%
화 6
 
3.8%
크 6
 
3.8%
아 6
 
3.8%
지 6
 
3.8%
릴 5
 
3.2%
Other values (58) 90
57.3%

설치주소
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
전라북도 무주군 무주읍 최북로 15
27 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row전라북도 무주군 무주읍 최북로 15
2nd row전라북도 무주군 무주읍 최북로 15
3rd row전라북도 무주군 무주읍 최북로 15
4th row전라북도 무주군 무주읍 최북로 15
5th row전라북도 무주군 무주읍 최북로 15

Common Values

ValueCountFrequency (%)
전라북도 무주군 무주읍 최북로 15 27
100.0%

Length

2023-12-13T05:08:07.812937image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:08:07.942084image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
전라북도 27
20.0%
무주군 27
20.0%
무주읍 27
20.0%
최북로 27
20.0%
15 27
20.0%

위도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
36.00302723
27 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row36.00302723
2nd row36.00302723
3rd row36.00302723
4th row36.00302723
5th row36.00302723

Common Values

ValueCountFrequency (%)
36.00302723 27
100.0%

Length

2023-12-13T05:08:08.048225image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:08:08.159839image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
36.00302723 27
100.0%

경도
Categorical

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
127.6652965
27 

Length

Max length11
Median length11
Mean length11
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row127.6652965
2nd row127.6652965
3rd row127.6652965
4th row127.6652965
5th row127.6652965

Common Values

ValueCountFrequency (%)
127.6652965 27
100.0%

Length

2023-12-13T05:08:08.270389image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T05:08:08.378052image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
127.6652965 27
100.0%

조성시작일자
Date

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2023-10-20 00:00:00
Maximum2023-10-20 00:00:00
2023-12-13T05:08:08.467478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:08:08.577878image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

조성종료일자
Date

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2023-12-20 00:00:00
Maximum2023-12-20 00:00:00
2023-12-13T05:08:08.675483image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:08:08.784518image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size348.0 B
Minimum2023-03-07 00:00:00
Maximum2023-03-07 00:00:00
2023-12-13T05:08:08.892754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T05:08:09.004656image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Correlations

2023-12-13T05:08:09.075752image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
작품명형태재료
작품명1.0001.0001.000
형태1.0001.0001.000
재료1.0001.0001.000

Missing values

2023-12-13T05:08:05.786279image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T05:08:05.953879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

작품명형태재료설치주소위도경도조성시작일자조성종료일자데이터기준일자
0in muju조형물목재+원단+레진전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
1honeycomb structure 4조형물목재전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
2무주사랑 반딧불이조형물가죽전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
3적상산_상고대2020조형물한지+미러지전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
4사람에게 가는 길조형물목재+금속전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
5무주산천을 그리다(아!덕유산/자화상-독백-/적상산의오월/뿌리2020)조형물+회화캔버스+아크릴+점토전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
6반딧불이 빛으로 하나되는 무주조형물점토+목재전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
7치우천황조형물금속전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
8무주기운조형물합성수지+화이버그라스전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
9균형과 배려조형물목재전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
작품명형태재료설치주소위도경도조성시작일자조성종료일자데이터기준일자
17산산수수-무풍주계회화목판+한지전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
18바람의 기억회화캔버스+한지전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
19밤에 떠나는 여행회화캔버스+아크릴전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
20흐르는 풍경회화캔버스+복합재료전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
21Forever blooming회화캔버스+분채전라북도 무주군 무주읍 최북로 1536.003027127.6652962023-10-202023-12-202023-03-07
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